traveltech, Twitter, 12/15/2022 2:39:41 AM, 286315


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traveltech_2022-12-14_18-18-08.xlsx
traveltech_2022-12-14_18-18-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 15, 2022
Short Description:
traveltech via NodeXL https://bit.ly/3BCNHCj
@chidambara09
@insurtrek
@dasfintechbot
@andrewjernigan
@insurednomads
@lottmus
@wil_bielert
@mastercard
@chinetworks
@tfnbreakingnews

Top hashtags:
#ehealth
#web3
#datascientist
#smartcity
#csuite
#healthtech

Description:
Description
The graph represents a network of 439 Twitter users whose tweets in the requested range contained "traveltech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 15 December 2022 at 02:35 UTC.

The requested start date was Thursday, 15 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 19-hour, 23-minute period from Thursday, 01 December 2022 at 02:21 UTC to Wednesday, 14 December 2022 at 21:44 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 439
Unique Edges : 237
Edges With Duplicates : 6886
Total Edges : 7123
Number of Edge Types : 5
MentionsInRetweet : 1264
Mentions : 2287
Retweet : 2931
Tweet : 632
Replies to : 9
Self-Loops : 2411
Reciprocated Vertex Pair Ratio : 0.0248756218905473
Reciprocated Edge Ratio : 0.0485436893203883
Connected Components : 122
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 132
Maximum Edges in a Connected Component : 6578
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.275612
Graph Density : 0.00214268626288472
Modularity : 0.062919
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 439 Twitter users whose tweets in the requested range contained "traveltech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 15 December 2022 at 02:35 UTC.

The requested start date was Thursday, 15 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 19-hour, 23-minute period from Thursday, 01 December 2022 at 02:21 UTC to Wednesday, 14 December 2022 at 21:44 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : traveltech
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] https://www.forbes.com/sites/bernardmarr/2022/12/12/the-10-best-examples-of-low-code-and-no-code-ai/
[16] https://www.forbes.com/sites/forbestechcouncil/2022/12/09/practical-advice-for-organizing-a-successful-open-source-technical-certification-program/
[15] https://www.theguardian.com/technology/2022/dec/06/meet-chatgpt-the-viral-ai-tool-that-may-be-a-vision-of-our-weird-tech-future?CMP=share_btn_tw
[15] https://www.forbes.com/sites/joemckendrick/2022/12/09/making-the-office-a-destination-of-choice-in-the-era-of-hybrid-work/
[14] https://edition.cnn.com/2022/12/02/health/strep-a-infections-deaths-explainer-gbr-intl-scli-wellness
[14] https://www.dailymail.co.uk/sciencetech/article-11513067/Experts-reveal-districts-UK-cities-fastest-slowest-broadband-speeds.html
[13] https://coingape.com/blog/blockchain-freedom-and-regulation-the-future-of-social-media/
[12] https://www.ccginsights.com/research-snapshot/payments-top-use-case-for-us-fintech-users/
[12] https://healthtechmagazine.net/article/2022/10/why-medical-imaging-pushing-clinical-it-cloud
[12] https://www.kedglobal.com/automobiles/newsView/ked202212050002

Top URLs in Tweet in G1:
[20] https://www.forbes.com/sites/bernardmarr/2022/12/12/the-10-best-examples-of-low-code-and-no-code-ai/
[16] https://www.forbes.com/sites/forbestechcouncil/2022/12/09/practical-advice-for-organizing-a-successful-open-source-technical-certification-program/
[15] https://www.theguardian.com/technology/2022/dec/06/meet-chatgpt-the-viral-ai-tool-that-may-be-a-vision-of-our-weird-tech-future?CMP=share_btn_tw
[15] https://www.forbes.com/sites/joemckendrick/2022/12/09/making-the-office-a-destination-of-choice-in-the-era-of-hybrid-work/
[14] https://edition.cnn.com/2022/12/02/health/strep-a-infections-deaths-explainer-gbr-intl-scli-wellness
[14] https://www.dailymail.co.uk/sciencetech/article-11513067/Experts-reveal-districts-UK-cities-fastest-slowest-broadband-speeds.html
[13] https://coingape.com/blog/blockchain-freedom-and-regulation-the-future-of-social-media/
[12] https://healthtechmagazine.net/article/2022/10/why-medical-imaging-pushing-clinical-it-cloud
[12] https://www.expresscomputer.in/guest-blogs/how-supply-financing-can-change-the-way-sme-get-financed/92291/
[12] https://www.kedglobal.com/automobiles/newsView/ked202212050002

Top URLs in Tweet in G2:
[5] https://www.seattletimes.com/business/technology/a-5-step-tech-checklist-for-handling-air-travel-woes-on-the-go/
[3] https://mssi.com/
[3] https://exploretech.io/
[2] https://bd4.ai/insights/digital-user-profiles?utm_source=Twitter&utm_medium=social-media&utm_campaign=org-post_digital-user-profile
[2] https://witchdoctor.co.nz/index.php/2022/12/travel-tech-tips-heres-what-you-need/
[1] https://www.travelswithmyboys.co.uk/best-portable-wifi-hotspot-for-travel/
[1] https://www.zaui.com/blog/off-season-marketing-strategy-tour-activity-operators/?utm_content=230129064&utm_medium=social&utm_source=twitter&hss_channel=tw-543758703
[1] https://twitter.com/i/web/status/1598629522051502081
[1] https://twitter.com/i/web/status/1598628307276382209
[1] https://twitter.com/i/web/status/1598630585123196929

Top URLs in Tweet in G3:
[1] https://www.wbe.travel/2022/12/wbe-travel-and-zoytrip-com-in-the-press-travel-weekly-phocuswire-and-travolution-media/
[1] https://twitter.com/nezasatravel/status/1600092707195478016
[1] https://hub.wtm.com/press/wtm-london-press-releases/engineering-a-way-to-attract-tech-talent-into-travels-hybrid-workplace-future/
[1] https://hub.wtm.com/press/wtm-london-press-releases/buzzing-with-buzzwords/
[1] https://twitter.com/i/web/status/1602597105134174208
[1] https://twitter.com/CLIAUK/status/1600798933848330241
[1] https://twitter.com/Lottmus/status/1601517086307749891
[1] https://www.phocuswire.com/how-travel-brands-prioritizing-mobile-app-engagement
[1] https://www.surveymonkey.co.uk/r/96KHJVT

Top URLs in Tweet in G4:
[3] https://techfundingnews.com/evaneos-the-first-french-travel-tech-to-obtain-b-corp-certification-collects-e20m-funding/
[1] https://twitter.com/i/web/status/1598620875468591104
[1] https://twitter.com/i/web/status/1598713557981470722

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1602387800623546378
[1] https://twitter.com/i/web/status/1602393556798275605

Top URLs in Tweet in G6:
[2] http://bace.vc
[2] https://thehackernews.com/2022/12/hack-for-hire-group-targets-travel-and.html
[1] https://twitter.com/i/web/status/1598775760055111689

Top URLs in Tweet in G7:
[3] https://mpost.io/how-will-the-metaverse-change-the-travel-experience-in-2023/
[2] https://www.businessinsider.com/the-tsas-facial-recognition-technology-may-go-nationwide-next-year-2022-12?amp
[2] https://interestingengineering.com/innovation/the-uks-new-hydrogen-powered-airliner-concept-produces-zero-emissions
[1] https://twitter.com/i/web/status/1602871541326381058
[1] https://ie.social/4yGYV

Top URLs in Tweet in G10:
[1] https://www.producthunt.com/posts/odi-assistance

Top Domains
Top Domains in Tweet in Entire Graph:
[501] twitter.com
[272] co.uk
[237] techxplore.com
[232] forbes.com
[120] chiangraitimes.com
[86] trib.al
[76] healthtechmagazine.net
[73] sifted.eu
[68] cointelegraph.com
[68] venturebeat.com

Top Domains in Tweet in G1:
[442] twitter.com
[269] co.uk
[237] techxplore.com
[231] forbes.com
[120] chiangraitimes.com
[86] trib.al
[76] healthtechmagazine.net
[72] sifted.eu
[68] venturebeat.com
[68] cointelegraph.com

Top Domains in Tweet in G2:
[22] twitter.com
[5] seattletimes.com
[5] dy.si
[4] its.com
[3] mssi.com
[3] exploretech.io
[3] discompany.work
[2] co.uk
[2] linkedin.com
[2] bit.ly

Top Domains in Tweet in G3:
[4] twitter.com
[2] wtm.com
[1] wbe.travel
[1] phocuswire.com
[1] co.uk

Top Domains in Tweet in G4:
[3] techfundingnews.com
[2] twitter.com

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G6:
[2] bace.vc
[2] thehackernews.com
[1] twitter.com

Top Domains in Tweet in G7:
[3] mpost.io
[2] businessinsider.com
[2] interestingengineering.com
[1] twitter.com
[1] ie.social

Top Domains in Tweet in G10:
[1] producthunt.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4800] ehealth
[4731] web3
[4724] datascientist
[4723] smartcity
[4723] csuite
[4721] healthtech
[4720] digitalhealth
[4712] cx
[4704] finserv
[4219] cloud



Top Hashtags in Tweet in G1:
[4799] ehealth
[4727] web3
[4722] datascientist
[4721] smartcity
[4721] csuite
[4717] healthtech
[4717] digitalhealth
[4711] cx
[4703] finserv
[4219] cloud

Top Hashtags in Tweet in G2:
[72] traveltech
[15] travel
[8] digitalage
[7] whereeverythingconnects
[6] techtraveltips
[6] travelnurse
[5] travelmanagement
[5] managedtravel
[4] startup
[4] travelindustry

Top Hashtags in Tweet in G3:
[13] traveltech
[4] cruisenews
[4] partnership
[3] ai
[2] techtalent
[1] partners
[1] travelagents
[1] journalism
[1] abrightapproach
[1] travel

Top Hashtags in Tweet in G4:
[1] traveltech
[1] service
[1] guide
[1] startup
[1] traveller

Top Hashtags in Tweet in G5:
[11] vlcstartupawards
[3] traveltech
[2] scaleupvlc

Top Hashtags in Tweet in G6:
[5] traveltech
[3] insurtech
[3] digitalhealth
[3] futureofwork
[3] fintech
[2] ces2023
[2] healthtech
[2] smartcity
[2] datascientist
[2] csuite

Top Hashtags in Tweet in G7:
[13] traveltech
[9] travel
[3] metaverse
[3] tourism
[3] vr
[2] electricvehicles
[2] ev
[2] sustainabletravel
[2] aviation
[2] airports

Top Hashtags in Tweet in G8:
[1] nfts
[1] digitalcollectibles
[1] traveltech
[1] web3

Top Hashtags in Tweet in G9:
[1] wata

Top Hashtags in Tweet in G10:
[1] producthunt
[1] launch
[1] odiapp
[1] traveltech
[1] maldives
[1] tech
[1] travel

Top Words
Top Words in Tweet in Entire Graph:
[4794] #ehealth
[4731] #web3
[4724] #datascientist
[4723] #smartcity
[4723] #csuite
[4721] #healthtech
[4720] #digitalhealth
[4712] #cx
[4700] #finserv
[4543] chidambara09

Top Words in Tweet in G1:
[4793] #ehealth
[4727] #web3
[4722] #datascientist
[4721] #smartcity
[4721] #csuite
[4717] #healthtech
[4717] #digitalhealth
[4711] #cx
[4699] #finserv
[4541] chidambara09

Top Words in Tweet in G2:
[72] #traveltech
[36] travel
[27] wk
[24] tech
[24] ø
[20] ù
[17] more
[16] rn
[15] #travel
[13] solutions

Top Words in Tweet in G3:
[13] #traveltech
[7] wtm_london
[6] ceo
[6] markus
[5] travel
[5] cruisewatchcom
[4] #cruisenews
[4] great
[4] maryrega
[4] #partnership

Top Words in Tweet in G4:
[4] travel
[4] lecollectionist
[3] ve
[3] traveltech
[3] french
[3] first
[3] collects
[3] obtain
[3] 20m
[3] evaneos

Top Words in Tweet in G5:
[11] #vlcstartupawards
[9] traveltech
[8] jóvenes
[8] startup
[8] mejor
[7] ayuda
[7] live4life_
[6] live4life__
[6] empresa
[5] ganadores

Top Words in Tweet in G6:
[8] benefits
[8] insurednomads
[5] #traveltech
[4] mastercard
[4] upgrade
[4] ready
[4] card
[4] andrewjernigan
[4] access
[4] payment

Top Words in Tweet in G7:
[13] #traveltech
[9] #travel
[9] travelesquire
[6] fly
[5] without
[5] plane
[4] dream
[4] world
[4] rv
[4] having

Top Words in Tweet in G8:
[11] travel
[10] digital
[10] unlock
[10] revenues
[10] transform
[10] ancillary
[10] segmentsðÿ
[10] engagement
[10] customer
[10] nfts

Top Words in Tweet in G9:
[8] theanswer_web3
[6] pays
[6] grit
[6] always
[6] vision
[6] belief
[6] integrity
[6] work
[6] passion
[6] hard

Top Words in Tweet in G10:
[8] support
[8] launched
[8] vessel
[8] app
[8] assistance
[8] operator
[8] producthunt
[8] appreciate
[8] odi
[7] odiapp_mv

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4723] #datascientist,#csuite
[4718] #csuite,#digitalhealth
[4717] #healthtech,#smartcity
[4714] #smartcity,#datascientist
[4708] #digitalhealth,#web3
[4701] #web3,#cx
[4690] #cx,#ehealth
[4675] #ehealth,#finserv
[2786] chidambara09,#healthtech
[2720] #finserv,#cloud

Top Word Pairs in Tweet in G1:
[4721] #datascientist,#csuite
[4716] #csuite,#digitalhealth
[4715] #healthtech,#smartcity
[4712] #smartcity,#datascientist
[4706] #digitalhealth,#web3
[4700] #web3,#cx
[4689] #cx,#ehealth
[4674] #ehealth,#finserv
[2786] chidambara09,#healthtech
[2720] #finserv,#cloud

Top Word Pairs in Tweet in G2:
[10] ù,ø
[8] #digitalage,transport
[8] learn,more
[8] take,business
[8] experience,increased
[8] passenger,experience
[8] superior,passenger
[8] transport,solutions
[8] solutions,take
[8] increased,safety

Top Word Pairs in Tweet in G3:
[4] ceo,markus
[4] meet,ceo
[4] #cruisenews,#partnership
[4] maryrega,#cruisenews
[4] #partnership,#traveltech
[4] markus,maryrega
[4] hope,meet
[4] wonderful,hope
[3] #traveltech,cliaukâ
[3] cruisewatchcom,wonderful

Top Word Pairs in Tweet in G4:
[3] certification,collects
[3] first,french
[3] evaneos,first
[3] french,travel
[3] obtain,corp
[3] corp,certification
[3] tech,obtain
[3] 20m,funding
[3] collects,20m
[3] travel,tech

Top Word Pairs in Tweet in G5:
[8] mejor,startup
[5] diferentes,sectores
[5] ganadores,#vlcstartupawards
[5] premian,innovación
[5] sectores,energy
[5] startup,traveltech
[5] tenemos,proyectos
[5] proyectos,ganadores
[5] innovación,diferentes
[5] #vlcstartupawards,premian

Top Word Pairs in Tweet in G6:
[4] perks,airport
[4] mastercard,payment
[4] upgrade,benefits
[4] membership,perks
[4] airport,lounge
[4] payment,card
[4] ready,upgrade
[4] card,membership
[4] lounge,access
[4] benefits,mastercard

Top Word Pairs in Tweet in G7:
[4] #traveltech,#travel
[3] #metaverse,change
[3] experience,#2023
[3] ✈ï,ºðÿ
[3] #travel,experience
[3] without,refuelingðÿ
[3] #tourism,#vr
[3] refuelingðÿ,✈ï
[3] #2023,#traveltech
[3] san,francisco

Top Word Pairs in Tweet in G8:
[10] revenues,transform
[10] engagement,travel
[10] ancillary,revenues
[10] assets,unlock
[10] segmentsðÿ,nfts
[10] transform,customer
[10] travel,segmentsðÿ
[10] customer,engagement
[10] digital,assets
[10] unlock,ancillary

Top Word Pairs in Tweet in G9:
[6] integrity,belief
[6] grit,integrity
[6] hard,work
[6] pays,grit
[6] work,always
[6] vision,passion
[6] always,pays
[6] belief,vision
[5] passion,mos
[5] theanswer_web3,hard

Top Word Pairs in Tweet in G10:
[8] assistance,producthunt
[8] vessel,operator
[8] operator,app
[8] odi,assistance
[8] launched,vessel
[8] app,odi
[8] appreciate,support
[8] producthunt,appreciate
[7] odiapp_mv,launched

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@betamoroney
@enilev
@be
@travelesquire
@chain4travel
@insurednomads
@theanswer_web3

Top Mentioned in G1:
@chidambara09
@betamoroney
@enilev
@be
@wil_bielert
@development_rt
@accenture
@jagersbergknut

Top Mentioned in G2:
@ruigfsilva
@startuppergr
@hotelonlineltd

Top Mentioned in G3:
@wtm_london
@cruisewatchcom
@maryrega
@wbe_travel
@phocuswire
@lottmus
@nezasatravel
@hotelbeds
@altexsoft

Top Mentioned in G4:
@lecollectionist
@tfnbreakingnews
@welcomepickups
@partechpartners
@levelequity
@xangevc
@serenavc
@bpifrance
@quadrille_cap
@yvanwibaux

Top Mentioned in G5:
@live4life_
@live4life__
@vlctechcity
@valenciactiva_
@startup_vlc
@vitemprende
@ceeivalencia
@ajuntamentvlc

Top Mentioned in G6:
@insurednomads
@andrewjernigan
@mastercard
@allenckoski
@chidambara09
@minwoochrisnam
@businessbarista
@startups
@pritipahadi
@chinetworks

Top Mentioned in G7:
@travelesquire
@intengineering
@mashable
@businessinsider
@techinsider

Top Mentioned in G8:
@chain4travel

Top Mentioned in G9:
@theanswer_web3

Top Mentioned in G10:
@producthunt
@odiapp_mv

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@independent
@dataaugmented
@businessinsider
@easyjet
@vrretweeter
@mashable
@caring_mobile
@jobsviatweet
@artistrtweeters

Top Tweeters in G1:
@chidambara09
@dataaugmented
@caring_mobile
@artistrtweeters
@pythonroboto
@drferdowsi
@pythonbot_by_pm
@fmfrancoise
@robotconsumer
@newsneus

Top Tweeters in G2:
@moueller1961
@toptravelgadget
@developerjobsuk
@ever_feng
@travelsmyboys
@fintechf
@apprater
@futurajoaquin
@visitwithus
@justingraside

Top Tweeters in G3:
@lucy_huxley
@phocuswire
@travelweeklyus
@lottmus
@wtm_london
@cliauk
@travolution
@altexsoft
@worldlinems
@traveltech_show

Top Tweeters in G4:
@bpifrance
@partechpartners
@swipeline_tr
@xangevc
@estimeo
@tfnbreakingnews
@serenavc
@isabelletresson
@swipeline_media
@v7labs

Top Tweeters in G5:
@minevoidmc
@ajuntamentvlc
@ceeivalencia
@vitemprende
@grupoasdepicas
@startup_vlc
@javimateog
@valenciactiva_
@pepegilfesp
@sbonet

Top Tweeters in G6:
@dasfintechbot
@mastercard
@thehackersnews
@insurtrek
@businessbarista
@chinetworks
@andrewjernigan
@insurednomads
@theicnetwork
@allenckoski

Top Tweeters in G7:
@businessinsider
@vrretweeter
@mashable
@surfnsunshine
@techinsider
@1dad1kid
@intengineering
@tarela
@travelesquire
@magicarp8

Top Tweeters in G8:
@luaneitor
@torocrypto2
@notenougheth
@blackbeastnft
@angryturtlehea1
@crazylemur4
@bugattinft
@chain4travel
@crptosurvivor
@caminonetwork

Top Tweeters in G9:
@cryptopalantir
@jizascrust
@jazzaguyape
@asolrex
@kingpromise_13
@theanswer_web3
@tout_less
@theanswer_nft
@wisdom_holders

Top Tweeters in G10:
@producthunt
@embarados
@shainyoosuf
@fathisharyf
@narns16
@puspapermadi
@rajatadr
@hattu1993
@odiapp_mv


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